Statistical Analysis Techniques Course Overview

Overview:

The Statistical Analysis Techniques course at Artisan Alley Learning is designed to provide participants with a solid foundation in statistical methods commonly used in data analysis. This course covers essential statistical concepts, techniques, and tools, empowering participants to analyze and interpret data effectively.

Description:

This course offers a comprehensive introduction to statistical analysis techniques for data-driven decision-making. Participants will learn basic statistical concepts such as probability, hypothesis testing, and regression analysis, as well as advanced techniques including ANOVA and chi-square tests. Through hands-on exercises and real-world examples, participants will develop the skills needed to apply statistical methods to various data analysis tasks.

Objectives:

• Understand fundamental statistical concepts and principles

• Learn how to perform basic and advanced statistical analyses using appropriate techniques

• Gain proficiency in interpreting and communicating statistical results

• Develop critical thinking skills for evaluating statistical studies and data sets

• Apply statistical techniques to solve real-world problems and make informed decisions

Course Content Overview:

Module 1: Introduction to Statistics

• • Basic concepts in statistics

  • Types of data and measurement scales

Module 2: Descriptive Statistics

• • Measures of central tendency and variability

  • Graphical representation of data

Module 3: Probability Distributions

• • Probability theory and distributions

  • Normal distribution and its properties

Module 4: Inferential Statistics

• • Hypothesis testing and confidence intervals

  • Parametric and non-parametric tests

Module 5: Regression Analysis

• • Simple and multiple linear regression

  • Logistic regression for categorical outcomes

Module 6: Advanced Topics in Statistics

• • Analysis of variance (ANOVA)

  • Chi-square tests for independence and goodness of fit

Potential Career Paths:

Completion of this course can lead to various career opportunities, including:

• Data Analyst

• Business Analyst

• Market Research Analyst

• Operations Analyst

• Statistician

Enrollment Requirement:

Participants must possess basic computer skills and familiarity with algebra. 

Benefits:

• Access to 15 downloadable ebooks covering supplementary materials and resources

• Certificate of completion upon finishing the course

• Enhanced statistical analysis skills for data-driven decision-making